Identification of biomarkers for the diagnosis of chronic kidney disease (CKD) with dilated cardiomyopathy (DCM) by bioinformatics analysis and machine learning

Identification of biomarkers for the diagnosis of chronic kidney disease (CKD) with dilated cardiomyopathy (DCM) by bioinformatics analysis and machine learning

BackgroundChronic kidney disease (CKD) is a globally prevalent and highly lethal condition, often accompanied by dilated cardiomyopathy (DCM), which increases the risk of cardiac complications. Early detection of DCM in CKD patients remains challenging, despite established research demonstrating the...

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Bibliographic Details
Main Authors: Yuhang Liu, Yong Wang, Wenyang Nie, Zhen Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-05-01
Series:Frontiers in Genetics
Subjects:
dilated cardiomyopathy
chronic kidney disease
machine learning
WGCNA
immune infiltration
single-cell sequencing
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2025.1562891/full
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